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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Fluffy Hat | 68 | 61.82% | 100.0 | 61.76% | +26.05% | -2.94% | +2.95% | 0.41% | 25:11 | 01:21 | 19:05 | 26:39 | 33:25 | 43:13 | 14:20 | 10:37 |
 | Force Staff | 57 | 51.82% | 98.2 | 61.40% | +19.89% | +10.03% | +10.03% | 0.00% | 30:22 | 17:12 | 25:35 | 30:27 | 34:42 | 43:13 | 09:07 | 06:45 |
 | Hurricane Pike | 57 | 51.82% | 96.4 | 61.40% | +19.89% | +2.89% | +10.03% | 0.79% | 30:43 | 17:26 | 26:13 | 31:02 | 35:12 | 43:31 | 08:59 | 06:39 |
 | Eye of Skadi | 94 | 85.45% | 94.5 | 56.38% | +31.38% | -2.21% | -8.55% | -1.33% | 24:24 | 16:19 | 21:46 | 23:39 | 26:31 | 36:44 | 04:45 | 03:31 |
 | Dragon Lance | 95 | 86.36% | 92.7 | 54.74% | +21.41% | +11.93% | -8.91% | -7.02% | 12:07 | 07:51 | 09:54 | 11:09 | 12:52 | 32:23 | 02:58 | 02:11 |
 | Manta Style | 85 | 77.27% | 90.9 | 55.29% | +15.29% | +11.38% | -12.43% | -7.52% | 18:28 | 13:31 | 15:44 | 17:35 | 18:54 | 31:52 | 03:10 | 02:20 |
 | Yasha | 106 | 96.36% | 89.1 | 53.77% | +53.77% | +5.49% | -7.62% | -4.37% | 13:03 | 07:54 | 11:31 | 13:06 | 14:31 | 20:38 | 03:00 | 02:13 |
 | Silver Edge | 19 | 17.27% | 87.3 | 68.42% | +20.07% | -8.42% | -8.42% | 0.00% | 36:24 | 29:13 | 31:31 | 36:03 | 38:29 | 50:16 | 06:58 | 05:09 |
 | Void Stone | 19 | 17.27% | 85.5 | 68.42% | +20.07% | +11.58% | +11.58% | 0.00% | 44:57 | 30:59 | 36:36 | 44:10 | 49:25 | 1:22:22 | 12:49 | 09:29 |
 | Power Treads | 109 | 99.09% | 83.6 | 52.29% | +52.29% | +10.67% | -0.44% | -6.29% | 06:03 | 03:45 | 05:07 | 05:51 | 06:53 | 09:27 | 01:46 | 01:18 |
 | Quelling Blade | 109 | 99.09% | 81.8 | 52.29% | +52.29% | -15.25% | +10.67% | 0.00% | -01:20 | -01:30 | -01:29 | -01:29 | -01:29 | 08:25 | 00:00 | 00:00 |
 | Boots of Speed | 110 | 100.00% | 80.0 | 51.82% | +51.82% | -12.53% | +0.03% | 5.84% | 03:40 | 01:00 | 02:32 | 03:22 | 04:41 | 07:53 | 02:09 | 01:35 |
 | Magic Stick | 92 | 83.64% | 78.2 | 52.17% | +2.17% | +4.35% | +8.70% | 0.00% | -00:39 | -01:30 | -01:29 | -01:29 | -01:29 | 23:36 | 00:00 | 00:00 |
 | Magic Wand | 80 | 72.73% | 76.4 | 52.50% | +2.50% | -7.50% | -7.50% | 0.00% | 05:17 | -01:29 | 02:09 | 04:26 | 06:46 | 23:41 | 04:37 | 03:25 |
 | Black King Bar | 85 | 77.27% | 74.5 | 51.76% | -0.24% | +5.38% | -8.90% | -2.28% | 26:31 | 17:22 | 23:06 | 26:10 | 29:22 | 40:14 | 06:16 | 04:38 |
 | Ring of Health | 20 | 18.18% | 72.7 | 65.00% | +16.11% | -5.00% | +15.00% | 1.38% | 44:23 | 30:58 | 34:56 | 43:03 | 49:25 | 1:22:22 | 14:29 | 10:43 |
 | Shadow Blade | 20 | 18.18% | 70.9 | 65.00% | +16.11% | -5.00% | -5.00% | 0.00% | 35:42 | 28:41 | 31:06 | 35:37 | 37:31 | 50:15 | 06:25 | 04:45 |
 | Morbid Mask | 23 | 20.91% | 69.1 | 60.87% | +11.44% | +22.46% | -10.87% | -4.62% | 34:11 | 24:33 | 29:21 | 33:37 | 36:34 | 45:15 | 07:13 | 05:20 |
 | Buckler | 4 | 3.64% | 67.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 44:20 | 28:08 | 28:08 | 32:50 | 35:32 | 1:20:50 | 07:24 | 05:28 |
 | Ring of Protection | 4 | 3.64% | 65.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 44:11 | 27:30 | 27:30 | 32:50 | 35:32 | 1:20:50 | 08:02 | 05:57 |
 | Assault Cuirass | 4 | 3.64% | 63.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 45:43 | 31:54 | 31:54 | 34:00 | 36:00 | 1:20:57 | 04:06 | 03:02 |
 | Satanic | 21 | 19.09% | 61.8 | 61.90% | +12.46% | +18.10% | -21.90% | -6.56% | 35:15 | 25:37 | 30:52 | 34:46 | 36:58 | 45:26 | 06:06 | 04:31 |
 | Refresher Orb | 19 | 17.27% | 60.0 | 63.16% | +13.71% | -3.16% | -3.16% | 0.00% | 48:48 | 36:37 | 43:26 | 46:22 | 50:38 | 1:22:23 | 07:12 | 05:20 |
 | Swift Blink | 17 | 15.45% | 58.2 | 64.71% | +15.25% | -39.71% | -39.71% | 0.00% | 43:33 | 31:46 | 39:48 | 43:04 | 46:17 | 54:58 | 06:29 | 04:48 |
 | Crystalys | 67 | 60.91% | 56.4 | 49.25% | -6.56% | -13.96% | +9.57% | 3.68% | 31:22 | 17:07 | 27:27 | 31:12 | 33:51 | 50:15 | 06:24 | 04:44 |
 | Wraith Band | 46 | 41.82% | 54.5 | 50.00% | -3.13% | +8.33% | -4.55% | -12.88% | 03:09 | 00:46 | 01:52 | 02:10 | 02:35 | 30:58 | 00:43 | 00:31 |
 | Blink Dagger | 19 | 17.27% | 52.7 | 57.89% | +7.34% | -17.89% | +2.11% | 3.92% | 41:04 | 28:11 | 38:13 | 41:15 | 43:19 | 54:57 | 05:06 | 03:46 |
 | Butterfly | 19 | 17.27% | 50.9 | 57.89% | +7.34% | +22.11% | -17.89% | -10.21% | 33:29 | 18:38 | 29:10 | 31:33 | 33:05 | 59:29 | 03:55 | 02:54 |
 | Falcon Blade | 13 | 11.82% | 49.1 | 61.54% | +11.02% | +5.13% | -28.21% | 0.00% | 06:59 | 02:33 | 05:38 | 07:08 | 07:54 | 10:31 | 02:16 | 01:40 |
 | Daedalus | 39 | 35.45% | 47.3 | 46.15% | -8.78% | +3.85% | -36.15% | -8.39% | 34:24 | 26:40 | 32:05 | 34:27 | 36:51 | 40:18 | 04:46 | 03:31 |
 | Sange and Yasha | 9 | 8.18% | 45.5 | 66.67% | +16.17% | -16.67% | -16.67% | 0.00% | 30:53 | 22:54 | 25:55 | 31:33 | 34:13 | 39:00 | 08:18 | 06:08 |
 | Sange | 9 | 8.18% | 43.6 | 66.67% | +16.17% | -16.67% | -16.67% | 0.00% | 30:32 | 22:23 | 25:24 | 31:21 | 33:56 | 38:46 | 08:32 | 06:19 |
 | Linken's Sphere | 8 | 7.27% | 41.8 | 62.50% | +11.52% | +37.50% | -62.50% | 0.00% | 37:34 | 24:15 | 30:59 | 35:13 | 38:33 | 57:04 | 07:34 | 05:36 |
 | Aghanim's Scepter | 11 | 10.00% | 40.0 | 54.55% | +3.03% | +45.45% | -21.22% | 0.00% | 45:37 | 34:07 | 40:47 | 45:35 | 49:14 | 55:01 | 08:27 | 06:15 |
 | Aghanim's Shard | 9 | 8.18% | 38.2 | 55.56% | +4.07% | -5.56% | -5.56% | 0.00% | 41:34 | 38:13 | 39:06 | 39:54 | 42:20 | 47:20 | 03:14 | 02:23 |
 | Javelin | 16 | 14.55% | 36.4 | 43.75% | -9.44% | +6.25% | -18.75% | -5.36% | 30:12 | 24:41 | 26:33 | 28:06 | 31:13 | 40:39 | 04:40 | 03:27 |
 | Aghanim's Blessing | 10 | 9.09% | 34.5 | 50.00% | -2.00% | +16.67% | -50.00% | 0.00% | 46:54 | 38:59 | 44:11 | 45:35 | 51:35 | 55:01 | 07:24 | 05:28 |
 | Boots of Travel | 2 | 1.82% | 32.7 | 100.00% | +49.07% | 0.00% | 0.00% | 0.00% | 42:09 | 41:37 | 41:37 | 42:40 | 42:40 | 42:40 | 01:03 | 00:46 |
 | Monkey King Bar | 14 | 12.73% | 30.9 | 42.86% | -10.27% | +7.14% | -42.86% | 0.00% | 32:23 | 26:11 | 28:47 | 31:20 | 35:49 | 40:47 | 07:02 | 05:12 |
 | Moon Shard | 8 | 7.27% | 29.1 | 50.00% | -1.96% | +50.00% | +50.00% | 0.00% | 53:29 | 45:58 | 46:08 | 51:59 | 53:03 | 1:14:38 | 06:55 | 05:07 |
 | Wind Lace | 6 | 5.45% | 27.3 | 50.00% | -1.92% | 0.00% | +50.00% | 0.00% | 10:58 | 06:44 | 07:59 | 09:47 | 12:07 | 17:05 | 04:08 | 03:03 |
 | Bracer | 7 | 6.36% | 25.5 | 42.86% | -9.57% | +7.14% | +57.14% | 0.00% | 02:05 | 01:45 | 01:51 | 02:06 | 02:06 | 02:33 | 00:15 | 00:11 |
 | Ring of Basilius | 15 | 13.64% | 23.6 | 26.67% | -29.12% | +23.33% | -1.67% | 0.00% | 08:39 | 05:51 | 06:45 | 07:18 | 08:57 | 18:29 | 02:12 | 01:37 |
 | Bottle | 1 | 0.91% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:32 | 46:32 | 46:32 | 46:32 | 46:32 | 46:32 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.91% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:24 | 50:24 | 50:24 | 50:24 | 50:24 | 50:24 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.91% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 00:00 | 00:00 |
 | Cornucopia | 6 | 5.45% | 16.4 | 33.33% | -19.55% | +66.67% | -33.33% | 0.00% | 46:19 | 24:07 | 45:19 | 46:33 | 55:58 | 57:24 | 10:39 | 07:53 |
 | Nullifier | 2 | 1.82% | 14.5 | 50.00% | -1.85% | +50.00% | 0.00% | 0.00% | 37:51 | 25:18 | 25:18 | 50:23 | 50:23 | 50:23 | 25:05 | 18:34 |
 | Helm of Iron Will | 2 | 1.82% | 12.7 | 50.00% | -1.85% | +50.00% | 0.00% | 0.00% | 38:30 | 25:16 | 25:16 | 51:43 | 51:43 | 51:43 | 26:27 | 19:35 |
 | Glimmer Cape | 1 | 0.91% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 0.91% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:57 | 12:57 | 12:57 | 12:57 | 12:57 | 12:57 | 00:00 | 00:00 |
 | Maelstrom | 2 | 1.82% | 7.3 | 0.00% | -52.78% | 0.00% | 0.00% | 0.00% | 31:17 | 31:13 | 31:13 | 31:20 | 31:20 | 31:20 | 00:07 | 00:05 |
 | Mjollnir | 1 | 0.91% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 00:00 | 00:00 |
 | Divine Rapier | 2 | 1.82% | 3.6 | 0.00% | -52.78% | 0.00% | 0.00% | 0.00% | 55:05 | 53:29 | 53:29 | 56:40 | 56:40 | 56:40 | 03:11 | 02:21 |
 | Radiance | 1 | 0.91% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:49 | 17:49 | 17:49 | 17:49 | 17:49 | 17:49 | 00:00 | 00:00 |